Journal: ACS Omega
Article Title: DeepMAP: Deep CNN Classifiers Applied to Optical Mapping for Fast and Precise Species-Level Metagenomic Analysis
doi: 10.1021/acsomega.4c09485
Figure Lengend Snippet: (a) Absolute number of matches to the E. coli reference, including 2 false positive genomes. (b) Sensitivity of a single-class classifier: ground truth is detected E. coli , unassigned did not meet the threshold, and false positives are detected by other networks. (c) Relative genomic abundance of the two V. harveyi chromosomes. (d) Matching matrix for the three single species datasets, with two V. harveyi chromosomes pulled together in order to determine the overall sensitivity.
Article Snippet: Three different bacterial cultures, Escherichia coli , Salmonella enterica , and Vibrio harveyi, were grown on LB agar (Invitrogen), at 37 °C overnight for E. coli and S. enterica , while V. harveyi was grown at 30 °C.
Techniques: